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Benchmarks
Data Contamination Detection on ImageNet (NM NN)
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100
AUC
DCB
25.64
44.945
64.25
83.555
Jun 22, 2026
AUC
Updated 1mo ago
Evaluation Results
Method
Method
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AUC
DCB
Model=LightningDiT-XL
2026.06
100
DCB
Model=REPA-SiT-XL/2
2026.06
98.3
ICAS
Model=REPA-SiT-XL/2
2026.06
74.3
DCB
Model=REPA-SiT-XL/2
2026.06
74.3
ICAS
Model=LightningDiT-XL
2026.06
72.4
DCB
Model=LightningDiT-XL
2026.06
72.4
PRADA
Model=LightningDiT-XL
2026.06
61.9
PRADA
Model=LightningDiT-XL
2026.06
56.3
PRADA
Model=REPA-SiT-XL/2
2026.06
55.3
PRADA
Model=REPA-SiT-XL/2
2026.06
52.3
ICAS
Model=LightningDiT-XL
2026.06
38.3
ICAS
Model=REPA-SiT-XL/2
2026.06
28.5
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